The folder where your backup data is
stored changes depending on the
computer's operating system. Since
iTunes only keeps one backup per
device, you should ensure the backup
folder is included in your periodic
data backup routine.

It looks like if you've backed up the iPhone since losing/removing the videos from the device they won't be in the backup.